Asaf B. Cassel

23 papers A* 9Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Batch Ensemble for Variance Dependent Regret in Stochastic Bandits. AAAI Asaf B. Cassel, Orin Levy, Yishay Mansour
2024	J	`jnl`	Batch Ensemble for Variance Dependent Regret in Stochastic Bandits. CoRR Asaf B. Cassel, Orin Levy, Yishay Mansour
2024	A*	`conf`	Eluder-based Regret for Stochastic Contextual MDPs. ICML Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour
2024	J	`jnl`	Multi-turn Reinforcement Learning from Preference Human Feedback. CoRR Lior Shani, Aviv Rosenberg, Asaf B. Cassel, Oran Lang, Daniele Calandriello, Avital Zipori, Hila Noga, Orgad Keller, Bilal Piot, Idan Szpektor, Avinatan Hassidim, Yossi Matias, Rémi Munos
2024	J	`jnl`	Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback. CoRR Asaf B. Cassel, Haipeng Luo, Aviv Rosenberg, Dmitry Sotnikov
2024	J	`jnl`	Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes. CoRR Asaf B. Cassel, Aviv Rosenberg
2023	J	`jnl`	A General Framework for Bandit Problems Beyond Cumulative Objectives. Math. Oper. Res. Asaf B. Cassel, Shie Mannor, Assaf Zeevi
2023	A*	`conf`	Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation. ICML Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour
2023	J	`jnl`	Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation. CoRR Orin Levy, Alon Cohen, Asaf B. Cassel, Yishay Mansour
2022	J	`jnl`	Counterfactual Optimism: Rate Optimal Regret for Stochastic Contextual MDPs. CoRR Orin Levy, Asaf B. Cassel, Alon Cohen, Yishay Mansour
2022	A*	`conf`	Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics. COLT Asaf B. Cassel, Alon Cohen, Tomer Koren
2022	J	`jnl`	Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics. CoRR Asaf B. Cassel, Alon Cohen, Tomer Koren
2022	A*	`conf`	Rate-Optimal Online Convex Optimization in Adaptive Linear Control. NeurIPS Asaf B. Cassel, Alon Peled-Cohen, Tomer Koren
2022	J	`jnl`	Rate-Optimal Online Convex Optimization in Adaptive Linear Control. CoRR Asaf B. Cassel, Alon Cohen, Tomer Koren
2021	A*	`conf`	Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with √T Regret. ICML Asaf B. Cassel, Tomer Koren
2021	J	`jnl`	Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with √T Regret. CoRR Asaf B. Cassel, Tomer Koren
2020	A*	`conf`	Bandit Linear Control. NeurIPS Asaf B. Cassel, Tomer Koren
2020	J	`jnl`	Bandit Linear Control. CoRR Asaf B. Cassel, Tomer Koren
2020	A*	`conf`	Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently. ICML Asaf B. Cassel, Alon Cohen, Tomer Koren
2020	J	`jnl`	Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently. CoRR Asaf B. Cassel, Alon Cohen, Tomer Koren
2020	J	`jnl`	The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks. CoRR Asaf B. Cassel, Shie Mannor, Guy Tennenholtz
2018	A*	`conf`	A General Approach to Multi-Armed Bandits Under Risk Criteria. COLT Asaf B. Cassel, Shie Mannor, Assaf Zeevi
2018	J	`jnl`	A General Approach to Multi-Armed Bandits Under Risk Criteria. CoRR Asaf B. Cassel, Shie Mannor, Assaf Zeevi